Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.

TCGA-CQ-5327-01A-01R-1686-07

e3a5dcc0-d9ea-5ff7-a76b-4f2f925b8a72

Score in workbench →

Clinical attributes

From the source cohort, normalized into canonical keys plus the project's native columns.

cancer_type
cancer_type_detailed
subtype
sex
female

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • INTERFERON_ALPHA_RESPONSE+0.590
  • INTERFERON_GAMMA_RESPONSE+0.520
  • ALLOGRAFT_REJECTION+0.480
  • MYC_TARGETS_V1+0.420
  • MYC_TARGETS_V2+0.420
  • OXIDATIVE_PHOSPHORYLATION+0.390
  • INFLAMMATORY_RESPONSE+0.320
  • COMPLEMENT+0.300
  • DNA_REPAIR+0.290
  • IL6_JAK_STAT3_SIGNALING+0.280

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.360
  • ANGIOGENESIS-0.300
  • PANCREAS_BETA_CELLS-0.270
  • HYPOXIA-0.220
  • HEDGEHOG_SIGNALING-0.200
  • WNT_BETA_CATENIN_SIGNALING-0.180
  • UV_RESPONSE_DN-0.160
  • TGF_BETA_SIGNALING-0.140
  • ANDROGEN_RESPONSE-0.110
  • PROTEIN_SECRETION-0.110

Patient twins — nearest pathway neighbors

MeasuredDerived

10 samples closest to this one in 50-dim pathway space, drawn from the Pathway Atlas. Cosine similarity = 1 means identical pathway state.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-F7-A620-01A-11R-A28V-07
head-neck@1
0.857
2SRR35579807
breast-umap@18
C0.848
3TCGA-E7-A7XN-01A-11R-A352-07
bladder-landscape@3
0.831
4ERR2208905
melanoma-umap@29
0.828
5TCGA-UF-A7JO-01A-11R-A34R-07
head-neck@1
0.825
6c63f3f74-14fa-4a9e-9925-30b0f5da7dd9
colon-landscapes@1
0.822
7TCGA-AR-A0U0-01A-11R-A109-07
breast-umap@18
E0.806
8BS_M7HCF7DW
brain-umap@2
high-grade glioma0.799
9TCGA-73-4666-01A-01R-1206-07
lung-landscapes@6
cohortA10.798
10TCGA-BH-A0C0-01A-21R-A056-07
breast-umap@18
C0.795

Per-pathway drug coverage

ModeledCalibratedDerived

For each elevated pathway in this tumor, the best-reversing drug across the catalog. Uncovered pathways = unmet need at pathway level for this one patient.

0 of 33 elevated pathways have at least one drug that meaningfully reverses them.

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.590Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.520Idelalisib— uncovered
ALLOGRAFT_REJECTION0.480Idelalisib— uncovered
MYC_TARGETS_V10.420Inavolisib— uncovered
MYC_TARGETS_V20.420Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.390Remibrutinib— uncovered
INFLAMMATORY_RESPONSE0.320Idelalisib— uncovered
COMPLEMENT0.300Inavolisib— uncovered
DNA_REPAIR0.290Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.280Inavolisib— uncovered
G2M_CHECKPOINT0.230Inavolisib— uncovered
P53_PATHWAY0.220Idelalisib— uncovered
MITOTIC_SPINDLE0.210Inavolisib— uncovered
E2F_TARGETS0.190Inavolisib— uncovered
KRAS_SIGNALING_UP0.190Inavolisib— uncovered
IL2_STAT5_SIGNALING0.180Idelalisib— uncovered
APOPTOSIS0.150Idelalisib— uncovered
MYOGENESIS0.150Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.140Inavolisib— uncovered
COAGULATION0.130Binimetinib— uncovered